default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDChristy Jie Liang
Person information
- affiliation: University of Technology Sydney, Department of Engineering and Information Technology, NSW, Australia
- affiliation: Peking University, School of EECS, MOE Key Laboratory of Machine Perception, China
Other persons with the same name
- Jie Liang — disambiguation page
- Jie Liang 0001
![[0000-0003-3003-4343]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-3003-4343")
— Simon Fraser University, School of Engineering Science, Burnaby, BC, Canada (and 2 more) - Jie Liang 0002 — University of Illinois at Chicago, Department of Bioengineering, IL, USA
- Jie Liang 0003 — China Aerodynamics Research and Development Center, Sichuan, China (and 1 more)
- Jie Liang 0005 — Northeastern University, Department of Software, Shenyang, China
- Jie Liang 0006 — Tsinghua University, KLISS, BNRist, School of Software, China
- Jie Liang 0007 — Hong Kong Polytechnic University, Department of Computing, Hong Kong (and 1 more)
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2012
[b1]Jie Liang:
Tangram treemaps: an enclosure geometrical partitioning method with various shapes. University of Technology Sydney, Australia, 2012
Journal Articles
- 2024
- [j23]Han Xu, Priyadarsi Nanda, Jie Liang:
Reciprocal Federated Learning Framework: Balancing incentives for model and data owners. Future Gener. Comput. Syst. 161: 146-161 (2024) - [j22]Nina Errey, Jie Liang, Tuck Wah Leong, Didar Zowghi:
Evaluating narrative visualization: a survey of practitioners. Int. J. Data Sci. Anal. 18(1): 19-34 (2024) - [j21]Yi Chen, Wenqiang Wei, Li Wang, Yu Dong, Christy Jie Liang:
Where do they go next? Causal inference-based prediction and visual analysis of graduates' first destination. J. Vis. 27(5): 885-908 (2024) - [j20]Nina Errey, Christy Jie Liang, Tuck Wah Leong, Yongqing Chen, Hassan Vally, Catherine M. Bennett:
Nudging with Narrative Visualization: Communicating to a Young Adult Audience in the Pandemic. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-21 (2024) - 2023
- [j19]Caixia Wu, Yi Chen, Yu Dong, Fangfang Zhou, Ying Zhao, Christy Jie Liang:
VizOPTICS: Getting insights into OPTICS via interactive visual analysis. Comput. Electr. Eng. 107: 108624 (2023) - [j18]Zhiyi Tian, Lei Cui, Jie Liang, Shui Yu:
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. ACM Comput. Surv. 55(8): 166:1-166:35 (2023) - [j17]Yu Dong, Christy Jie Liang, Yi Chen, Jie Hua:
A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets. Comput. Vis. Media 10(1): 161-186 (2023) - [j16]Han Xu, Priyadarsi Nanda, Jie Liang, Xiangjian He:
FCH, an incentive framework for data-owner dominated federated learning. J. Inf. Secur. Appl. 76: 103521 (2023) - [j15]Dong Yu, Ian J. Oppermann, Jie Liang, Xiaoru Yuan, Nguyen Quang Vinh:
User-centered visual explorer of in-process comparison in spatiotemporal space. J. Vis. 26(2): 403-421 (2023) - 2022
- [j14]Yi Chen, Xiaoran Sun, Wenqiang Wei, Yu Dong, Christy Jie Liang:
A Prediction and Visual Analysis Method for Graduation Destination of Undergraduates Based on LambdaMART Model. Int. J. Inf. Commun. Technol. Educ. 18(2): 1-19 (2022) - 2020
- [j13]Guozheng Li, Yu Zhang, Yu Dong, Jie Liang, Jinson Zhang, Jinsong Wang, Michael J. McGuffin, Xiaoru Yuan:
BarcodeTree: Scalable Comparison of Multiple Hierarchies. IEEE Trans. Vis. Comput. Graph. 26(1): 1022-1032 (2020) - 2019
- [j12]Xin Fan, Chenlu Li, Xiaoru Yuan, Xiaoju Dong, Jie Liang:
An interactive visual analytics approach for network anomaly detection through smart labeling. J. Vis. 22(5): 955-971 (2019) - [j11]Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan:
D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media. ACM Trans. Intell. Syst. Technol. 10(1): 11:1-11:26 (2019) - 2018
- [j10]Hongyu Jiang, Kai Tang, Weixin Zhao, Wenqi Pei, Yadong Wu, Jie Liang:
Aureole: a multi-perspective visual analytics approach for green cellular networks. J. Vis. 21(3): 485-494 (2018) - [j9]Yi Chen, Yu Dong, Yuehong Sun, Jie Liang:
A Multi-comparable visual analytic approach for complex hierarchical data. J. Vis. Lang. Comput. 47: 19-30 (2018) - [j8]Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan:
Uncertainty-aware visual analytics for exploring human behaviors from heterogeneous spatial temporal data. J. Vis. Lang. Comput. 48: 187-198 (2018) - 2017
- [j7]Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, Xiaoru Yuan:
Visual Analysis of Multiple Route Choices Based on General GPS Trajectories. IEEE Trans. Big Data 3(2): 234-247 (2017) - [j6]Yujie Liu, Mao Lin Huang, Weidong Huang, Jie Liang:
A physiognomy based method for facial feature extraction and recognition. J. Vis. Lang. Comput. 43: 103-109 (2017) - 2016
- [j5]Jie Liang, Mao Lin Huang, Quang Vinh Nguyen:
Navigation in large hierarchical graph through chain-context views. J. Vis. 19(3): 543-559 (2016) - [j4]Min Lu, Jie Liang, Zuchao Wang, Xiaoru Yuan:
Exploring OD patterns of interested region based on taxi trajectories. J. Vis. 19(4): 811-821 (2016) - [j3]Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong Luke Zhang, Jiawan Zhang:
Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data. IEEE Trans. Vis. Comput. Graph. 22(1): 270-279 (2016) - 2015
- [j2]Yi Chen, Xinyue Zhang, Yuchao Feng, Jie Liang, Hongqian Chen:
Sunburst with ordered nodes based on hierarchical clustering: a visual analyzing method for associated hierarchical pesticide residue data. J. Vis. 18(2): 237-254 (2015) - [j1]Jie Liang, Quang Vinh Nguyen, Simeon J. Simoff, Mao Lin Huang:
Divide and Conquer treemaps: Visualizing large trees with various shapes. J. Vis. Lang. Comput. 31: 104-127 (2015)
Conference and Workshop Papers
- 2024
- [c32]Ibrahim Daghriri, Christy Jie Liang, Weidong Huang:
Spatial Immersive Learning Environments in Primary Education: A Review of Impacts and Implementation Challenges. I-DO 2024 - [c31]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features. IJCNN 2024: 1-8 - [c30]Jianbin Shen, Christy Jie Liang, Junyu Xuan:
Improving the Factuality of Abstractive Text Summarization with Syntactic Structure-Aware Latent Semantic Space. IJCNN 2024: 1-8 - 2023
- [c29]Yun Luo, Liangfu Lu, Xudong Cui, Yan Du, Yingying Bi, Limin Zhu, Christy Jie Liang:
Novel few-shot learning based fuzzy feature detection algorithms. DSAA 2023: 1-9 - [c28]Jianbin Shen, Junyu Xuan, Christy Jie Liang:
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization. EMNLP (Findings) 2023: 15807-15824 - [c27]Han Xu, Priyadarsi Nanda, Jie Liang:
Designing Incentive Mechanisms for Fair Participation in Federated Learning. HPCC/DSS/SmartCity/DependSys 2023: 98-105 - [c26]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework. IJCNN 2023: 1-8 - [c25]Jianbin Shen, Junyu Xuan, Christy Jie Liang:
A Determinantal Point Process Based Novel Sampling Method of Abstractive Text Summarization. IJCNN 2023: 1-8 - 2022
- [c24]Weiqi Wang, Shushu Liu, An Liu, Christy Jie Liang, Shui Yu:
Locally Random Sampling for Practical Privacy Protection in Federated Learning. GLOBECOM 2022: 528-533 - [c23]Zhixiong Yue, Pengxin Guo, Yu Zhang, Christy Jie Liang:
Learning Feature Alignment Architecture for Domain Adaptation. IJCNN 2022: 1-8 - [c22]Zhixiong Yue, Baijiong Lin, Yu Zhang, Christy Jie Liang:
Effective, Efficient and Robust Neural Architecture Search. IJCNN 2022: 1-8 - [c21]Han Xu, Priyadarsi Nanda, Jie Liang, Xiangjian He:
The Force of Compensation, a Multi-stage Incentive Mechanism Model for Federated Learning. NSS 2022: 357-373 - 2020
- [c20]Yu Dong, Alex Fauth, Mao Lin Huang, Yi Chen, Jie Liang:
PansyTree: Merging Multiple Hierarchies. PacificVis 2020: 131-135 - 2019
- [c19]Mao Lin Huang, Zhixiong Yue, Quang Vinh Nguyen, Jie Liang, Zongwei Luo:
Stroke Data Analysis through a HVN Visual Mining Platform. IV (2) 2019: 1-6 - 2017
- [c18]Min Lu, Jie Liang, Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, Xiaoru Yuan:
Interaction+: Interaction enhancement for web-based visualizations. PacificVis 2017: 61-70 - [c17]Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong Zhang:
E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media. VAST 2017: 36-47 - 2016
- [c16]Qingya Shu, Hanqi Guo, Jie Liang, Limei Che, Junfeng Liu, Xiaoru Yuan:
EnsembleGraph: Interactive visual analysis of spatiotemporal behaviors in ensemble simulation data. PacificVis 2016: 56-63 - [c15]Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu:
D-Map: Visual analysis of ego-centric information diffusion patterns in social media. VAST 2016: 41-50 - [c14]Yujie Liu, Mao Lin Huang, Jie Liang, Weidong Huang:
Facial Feature Extraction and Recognition for Traditional Chinese Physiognomy. IV 2016: 408-412 - 2015
- [c13]Limei Che, Jie Liang, Xiaoru Yuan, Jianping Shen, Jinquan Xu, Yong Li:
Laplacian-based dynamic graph visualization. PacificVis 2015: 69-73 - [c12]Min Lu, Zuchao Wang, Jie Liang, Xiaoru Yuan:
OD-Wheel: Visual design to explore OD patterns of a central region. PacificVis 2015: 87-91 - [c11]Tangzhi Ye, Youfeng Hao, Zhenhuang Wang, Chufan Lai, Siming Chen, Zongru Li, Jie Liang, Xiaoru Yuan:
Behavior analysis through collaborative visual exploration on trajectory data. VAST 2015: 131-132 - [c10]Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, Xiaoru Yuan:
Visual analysis of route choice behaviour based on GPS trajectories. VAST 2015: 203-204 - [c9]Zuchao Wang, Xiaoru Yuan, Tangzhi Ye, Youfeng Hao, Siming Chen, Jie Liang, Qiusheng Li, Haiyang Wang, Yadong Wu:
Visual data quality analysis for taxi GPS data. VAST 2015: 223-224 - 2013
- [c8]Jie Liang, Simeon J. Simoff, Quang Vinh Nguyen, Mao Lin Huang:
Visualizing large trees with divide & conquer partition. VINCI 2013: 79-87 - 2012
- [c7]Jie Liang, Mao Lin Huang, Quang Vinh Nguyen:
Perceptual User Study for Combined Treemap. ICMLA (1) 2012: 300-305 - [c6]Jie Liang, Quang Vinh Nguyen, Simeon J. Simoff, Mao Lin Huang:
Angular Treemaps - A New Technique for Visualizing and Emphasizing Hierarchical Structures. IV 2012: 74-80 - [c5]Liang Fu Lu, Mao Lin Huang, Yi-Wen Chen, Jie Liang, Quang Vinh Nguyen:
Clutter Reduction in Multi-dimensional Visualization of Incomplete Data Using Sugiyama Algorithm. IV 2012: 93-99 - [c4]Jie Liang, Jie Hua, Mao Lin Huang, Quang Vinh Nguyen, Simeon J. Simoff:
Rectangle orientation in area judgment task for treemap design. OZCHI 2012: 349-352 - 2010
- [c3]Jie Liang, Mao Lin Huang:
Highlighting in Information Visualization: A Survey. IV 2010: 79-85 - 2009
- [c2]Mao Lin Huang, Jie Liang, Quang Vinh Nguyen:
A Visualization Approach for Frauds Detection in Financial Market. IV 2009: 197-202 - 2008
- [c1]Mao Lin Huang, Jie Liang, Quang Vinh Nguyen:
A Usability Study on the Use of Multi-Context Visualization. CGIV 2008: 311-316
Informal and Other Publications
- 2024
- [i6]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features. CoRR abs/2405.02569 (2024) - [i5]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
A Non-Monolithic Policy Approach of Offline-to-Online Reinforcement Learning. CoRR abs/2410.23737 (2024) - 2023
- [i4]Yu Dong, Christy Jie Liang, Yi Chen, Jie Hua:
A Visual Modeling Method for Spatiotemporal and Multidimensional Features in Epidemiological Analysis: Applied COVID-19 Aggregated Datasets. CoRR abs/2303.12092 (2023) - [i3]Yu Dong, Jie Liang, Longbing Cao, Daniel R. Catchpoole:
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty. CoRR abs/2303.13558 (2023) - [i2]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework. CoRR abs/2305.01322 (2023) - 2021
- [i1]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model. CoRR abs/2107.08183 (2021)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-21 00:24 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
